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add reference file for de integration
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‎tests/data/differential_expression/reference/de_integration--cell_type__ontology_label--cholinergic_neuron--wilcoxon.tsv‎

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names scores logfoldchanges pvals pvals_adj pct_nz_group pct_nz_reference
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Tns1 10.5 3.784 8.456e-26 5.271e-24 0.9718 0.6168
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Gfra1 10.34 4.178 4.476e-25 2.093e-23 0.9859 0.5689
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Kalrn 10.27 2.005 9.881e-25 3.696e-23 0.9859 0.976
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Vipr2 10.16 6.264 3.042e-24 9.48e-23 0.8592 0.06587
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A830018L16Rik 9.886 3.648 4.802e-23 9.978e-22 0.9859 0.9341
7+
Nos1ap 9.645 2.759 5.164e-22 9.658e-21 0.9859 0.8862
8+
Plcb1 9.599 2.6 8.101e-22 1.367e-20 0.9718 0.9461
9+
Caln1 9.59 2.885 8.774e-22 1.367e-20 0.9859 0.9401
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Stk32a 9.504 4.182 2.02e-21 2.699e-20 0.9014 0.3413
11+
Kcnj14 9.354 4.8 8.459e-21 9.887e-20 0.831 0.1198
12+
Vav3 9.3 3.132 1.401e-20 1.541e-19 0.9577 0.8323
13+
Prss12 9.123 4.239 7.288e-20 6.815e-19 0.9014 0.3653
14+
Creb5 9.107 3.952 8.483e-20 6.897e-19 0.9437 0.5988
15+
Shc3 9.087 3.112 1.016e-19 7.913e-19 0.9577 0.6707
16+
Esrrg 9.029 2.266 1.738e-19 1.3e-18 0.9718 0.9581
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Bcl6 8.949 3.175 3.574e-19 2.476e-18 0.9296 0.3832
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Nrp1 8.697 2.714 3.398e-18 2.118e-17 0.9577 0.7725
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Sema6a 8.502 2.815 1.866e-17 1.091e-16 0.9718 0.7186
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Syndig1 8.308 3.301 9.701e-17 5.039e-16 0.9155 0.7006
21+
Epb41l3 8.242 0.8139 1.701e-16 8.368e-16 0.9859 0.994
22+
Hcn1 8.046 1.5 8.553e-16 3.808e-15 0.9859 0.982
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Nrg1 7.96 1.578 1.726e-15 7.336e-15 0.9859 0.994
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Ano4 7.806 2.463 5.89e-15 2.448e-14 1 0.9341
25+
Dst 7.749 0.6268 9.286e-15 3.775e-14 0.9859 1
26+
Epb41 7.734 1.369 1.04e-14 4.052e-14 0.9718 0.9401
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Prune2 7.665 1.816 1.784e-14 6.808e-14 0.9859 0.994
28+
Lcp1 7.541 2.91 4.67e-14 1.747e-13 0.9437 0.503
29+
Nfia 7.032 2.492 2.043e-12 7.208e-12 0.9859 0.8263
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Slit3 6.953 3.135 3.568e-12 1.236e-11 0.9859 0.8503
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Ret 6.786 2.315 1.156e-11 3.93e-11 0.9718 0.7425
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Ahnak2 6.522 2.967 6.928e-11 2.273e-10 0.9859 0.5928
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Dlgap1 6.193 1.147 5.904e-10 1.871e-09 0.9859 1
34+
Nfib 6.08 2.468 1.203e-09 3.63e-09 0.9718 0.7126
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Pmp22 5.911 2.245 3.399e-09 9.933e-09 0.9718 0.503
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Dysf 5.905 1.924 3.529e-09 1.015e-08 0.9718 0.6527
37+
Gria3 5.619 1.191 1.922e-08 5.21e-08 0.9718 0.982
38+
Npas3 5.597 1.535 2.178e-08 5.818e-08 0.9859 0.9461
39+
Vwa7 5.514 2.017 3.51e-08 9.116e-08 0.9437 0.4611
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Lrrc4c 5.477 1.151 4.33e-08 1.109e-07 0.9718 1
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Slc10a4 5.127 2.228 2.944e-07 7.149e-07 0.9577 0.4012
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6330411D24Rik 4.744 1.63 2.093e-06 4.55e-06 0.9718 0.8802
43+
Hspb8 4.65 1.7 3.326e-06 7.067e-06 0.9577 0.521
44+
Mcam 4.586 1.731 4.522e-06 9.502e-06 0.9437 0.479
45+
Pcdh9 4.509 1.117 6.524e-06 1.356e-05 0.9859 0.994
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Slc5a7 4.252 2.415 2.114e-05 4.119e-05 0.9718 0.6287
47+
Ptchd4 4.171 1.186 3.03e-05 5.782e-05 0.9577 0.8862
48+
Hspa12a 4.102 0.8997 4.092e-05 7.652e-05 0.9718 0.9461
49+
Ntng1 3.897 1.78 9.72e-05 0.0001782 0.9859 0.8503
50+
Isl1 3.736 1.252 0.000187 0.0003363 0.831 0.4251
51+
Vat1l 3.705 0.8939 0.0002113 0.0003728 0.9577 0.9401
52+
Nkain3 3.458 1.668 0.0005439 0.0009247 0.9718 0.9461
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Atp1a1 3.225 1.291 0.001262 0.002069 0.9859 0.7545
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Specc1 3.172 1.155 0.001513 0.00244 0.9718 0.8443
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Acly 3.1 1.044 0.001935 0.003092 1 0.9341
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Grin2a 3.071 1.385 0.002131 0.003378 0.9437 0.8204
57+
Prph 2.905 2.184 0.003677 0.005683 0.9577 0.5329
58+
Dock4 2.868 1.065 0.004137 0.006289 0.9437 0.8743
59+
Zfp385b 2.825 0.8963 0.004723 0.006999 0.9859 0.9341
60+
Gpr149 2.823 1.194 0.004753 0.006999 0.8732 0.6946
61+
Arhgap28 2.721 0.6209 0.0065 0.00935 0.8592 0.509
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Nell2 2.699 1.421 0.006959 0.009933 0.9577 0.9042
63+
Rapgef5 2.66 0.8288 0.007821 0.01108 0.9437 0.8383
64+
Calca 2.55 1.037 0.01078 0.01505 0.7042 0.4192
65+
Hspb1 2.487 0.5673 0.01289 0.01746 0.8451 0.521
66+
Map1b 2.46 0.1749 0.01389 0.01869 0.9859 1
67+
Mast4 2.442 0.7538 0.01462 0.01953 0.9859 0.976
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Anxa2 2.392 1.213 0.01675 0.02221 0.9718 0.5629
69+
Slit2 2.383 1.104 0.01718 0.02262 0.9859 0.8623
70+
Cntn6 2.198 0.862 0.02797 0.03582 0.9577 0.8263
71+
Ryr2 2.172 0.4569 0.02985 0.03772 0.9859 0.988
72+
Ryr3 2.121 0.8655 0.03396 0.04262 0.9577 0.9401
73+
Ecel1 1.886 1.331 0.0593 0.07344 0.9577 0.6048
74+
Spock3 1.656 0.7117 0.09782 0.1188 0.9718 0.9701
75+
Pde4b 1.596 1.17 0.1105 0.1325 0.9718 0.9042
76+
Sorcs3 1.568 0.6163 0.1169 0.1392 0.9577 0.9102
77+
Tenm3 1.407 0.5609 0.1596 0.1889 0.9437 0.9641
78+
Syn2 1.222 0.3164 0.2216 0.2558 0.9859 0.982
79+
Runx1 1.201 0.5395 0.2299 0.2621 0.4507 0.3533
80+
Adgrb3 1.16 0.4155 0.2462 0.2791 1 1
81+
Car10 1.003 1.019 0.3158 0.3515 0.9718 0.8563
82+
D030068K23Rik 0.8941 0.1328 0.3713 0.4084 0.6056 0.497
83+
Dlgap2 0.89 0.625 0.3735 0.4084 0.9718 0.9341
84+
Grm1 0.8591 0.2571 0.3903 0.4243 0.9014 0.9042
85+
Elmo1 0.7912 0.4982 0.4288 0.4608 0.9155 0.8922
86+
Tbx3os1 0.675 -0.6403 0.4997 0.5309 0.3662 0.2874
87+
Tenm4 0.6245 0.2644 0.5323 0.5623 0.9718 0.976
88+
Nrip1 0.1019 0.1443 0.9189 0.9288 0.9155 0.7365
89+
Tox -0.00926 -0.0572 0.9926 0.9926 0.7887 0.6647
90+
Olfm3 -0.03807 0.0395 0.9696 0.9748 0.8873 0.7545
91+
Tbx3 -0.1204 -1.388 0.9042 0.9189 0.1549 0.1497
92+
Galnt13 -0.1636 0.008814 0.87 0.8891 0.9859 0.988
93+
Ntrk3 -0.1821 0.08014 0.8555 0.879 0.9718 0.988
94+
Dpyd -0.4157 0.265 0.6776 0.7001 0.9859 0.9581
95+
Thsd7a -0.4404 0.3813 0.6597 0.6853 0.9859 0.9701
96+
Layn -0.464 -0.9151 0.6426 0.6713 0.4648 0.3832
97+
Rasgrf2 -0.5145 -0.1031 0.6069 0.6376 0.8732 0.8024
98+
Chst8 -0.6966 -0.716 0.4861 0.5194 0.6761 0.5808
99+
Bcl11a -0.8242 -1.08 0.4099 0.443 0.3239 0.3353
100+
Rbfox1 -0.9126 -0.0001126 0.3614 0.3999 0.9859 0.976
101+
Meis2 -1.106 0.2634 0.2687 0.3009 0.9718 0.7126
102+
Slc30a3 -1.112 -1.959 0.266 0.2997 0.1972 0.2575
103+
Cdh18 -1.204 -0.1931 0.2287 0.2621 1 0.994
104+
Kirrel3 -1.293 -0.6529 0.1959 0.2275 0.8451 0.9162
105+
Lrrc7 -1.316 -0.03505 0.1882 0.2199 0.9718 0.982
106+
Rnf220 -1.351 -0.6671 0.1767 0.2078 0.8732 0.8084
107+
Sorcs2 -1.631 -1.236 0.1029 0.1242 0.831 0.7425
108+
Gad1 -1.658 -3.515 0.09741 0.1188 0.169 0.2695
109+
Edn3 -1.781 -1.83 0.07491 0.09216 0.2254 0.3293
110+
Ddah1 -1.993 -1.188 0.04626 0.05767 0.7042 0.6766
111+
Dpp10 -2.179 -0.9191 0.02932 0.03729 0.9296 0.9341
112+
Galnt14 -2.316 -1.542 0.02056 0.02651 0.5915 0.6048
113+
Gm14204 -2.345 -9.216 0.01903 0.02472 0.01408 0.2036
114+
Slc17a6 -2.38 -2.42 0.01732 0.02265 0.3521 0.4491
115+
Slc32a1 -2.488 -4.958 0.01285 0.01746 0.02817 0.2275
116+
Pax8 -2.493 -7.021 0.01267 0.01742 0.01408 0.2156
117+
Cdh6 -2.524 -0.7918 0.01161 0.01608 0.9437 0.8024
118+
Nrn1 -2.607 -2.921 0.009128 0.01283 0.08451 0.2874
119+
Fam19a1 -2.744 -1.759 0.006068 0.008796 0.9155 0.8383
120+
Myo1b -2.818 -2.673 0.00483 0.007056 0.2676 0.4371
121+
Meis1 -2.824 -0.5892 0.004738 0.006999 0.8873 0.7904
122+
Slc6a5 -2.839 -3.406 0.004529 0.00683 0.1831 0.3713
123+
Zmat4 -2.884 -1.966 0.003926 0.006018 0.831 0.7725
124+
Nos1 -2.945 -2.471 0.003232 0.005037 0.3944 0.5269
125+
Stac -2.997 -1.796 0.002725 0.004282 0.4648 0.6048
126+
Gm30373 -3.193 -2.82 0.00141 0.002292 0.3239 0.485
127+
Brinp2 -3.253 -0.9328 0.00114 0.001887 0.9014 0.8982
128+
Celf6 -3.261 -1.744 0.001112 0.001856 0.5915 0.6647
129+
Sp100 -3.344 -3.715 0.000826 0.001392 0.169 0.3952
130+
Syt17 -3.482 -2.075 0.000498 0.0008544 0.3944 0.5749
131+
Astn2 -3.534 -0.7133 0.0004089 0.000708 1 0.988
132+
Kcnc1 -3.701 -1.049 0.0002148 0.0003754 0.8873 0.8623
133+
Zfhx3 -3.715 -0.8356 0.0002029 0.0003614 0.9718 0.9641
134+
Rgs9 -3.868 -2.075 0.0001099 0.0001995 0.5352 0.6287
135+
Gm26871 -3.907 -0.6396 9.355e-05 0.0001732 0.8873 0.8683
136+
AC135119.1 -4.152 -1.817 3.301e-05 6.236e-05 0.8451 0.8922
137+
Atxn1 -4.213 -0.6723 2.516e-05 4.851e-05 0.9577 0.976
138+
Slc35f4 -4.257 -1.268 2.076e-05 4.086e-05 0.8592 0.8862
139+
Col8a1 -4.324 -4.281 1.529e-05 3.042e-05 0.1408 0.4491
140+
Tmem163 -4.384 -2.137 1.164e-05 2.341e-05 0.7183 0.8084
141+
Abat -4.429 -0.9423 9.448e-06 1.92e-05 0.9718 0.9521
142+
E130307A14Rik -4.431 -1.13 9.359e-06 1.92e-05 0.8732 0.9281
143+
Cacna2d1 -4.741 -1.193 2.125e-06 4.567e-06 0.9577 0.9461
144+
RMST-1 -4.827 -4.91 1.389e-06 3.056e-06 0.1408 0.485
145+
Pappa2 -4.849 -3.924 1.239e-06 2.759e-06 0.5493 0.7066
146+
Opcml -4.851 -2.539 1.227e-06 2.759e-06 0.8451 0.8922
147+
Gad2 -4.853 -6.497 1.214e-06 2.759e-06 0.08451 0.4491
148+
Adarb2 -4.866 -3.522 1.141e-06 2.633e-06 0.9014 0.8802
149+
Rbfox3 -5.012 -0.8166 5.393e-07 1.261e-06 0.9718 0.982
150+
Zbtb20 -5.111 -0.9963 3.212e-07 7.603e-07 0.9718 1
151+
Lamp5 -5.119 -3.291 3.075e-07 7.372e-07 0.2394 0.5749
152+
Plppr1 -5.14 -3.974 2.742e-07 6.746e-07 0.7042 0.8024
153+
Zfp804b -5.181 -2.76 2.213e-07 5.517e-07 0.9718 0.9461
154+
Dgkb -5.407 -1.703 6.413e-08 1.621e-07 0.9437 0.982
155+
Oprm1 -5.563 -2.895 2.648e-08 6.973e-08 0.6056 0.7844
156+
Scn9a -5.701 -1.212 1.19e-08 3.273e-08 0.9577 0.9641
157+
Ntm -5.823 -3.392 5.795e-09 1.617e-08 0.8732 0.9401
158+
Nrg3 -5.88 -0.656 4.098e-09 1.161e-08 0.9859 0.988
159+
Prkce -5.958 -1.212 2.548e-09 7.562e-09 0.9296 0.988
160+
Ncald -6.15 -2.393 7.76e-10 2.379e-09 0.7465 0.8383
161+
Nrxn3 -6.164 -1.984 7.086e-10 2.208e-09 0.9718 1
162+
Syt5 -6.454 -6.442 1.087e-10 3.505e-10 0.09859 0.5749
163+
Kcnq5 -6.754 -3.096 1.441e-11 4.812e-11 0.9014 0.982
164+
Stx1a -7.132 -5.325 9.867e-13 3.548e-12 0.1972 0.6707
165+
Pax2 -7.401 -4.779 1.353e-13 4.96e-13 0.1268 0.6826
166+
Fxyd6 -7.742 -6.026 9.749e-15 3.879e-14 0.1268 0.6946
167+
Chl1 -8.002 -2.174 1.226e-15 5.333e-15 1 0.994
168+
Gpm6a -8.077 -2.325 6.644e-16 3.03e-15 0.8732 0.994
169+
Syt16 -8.164 -3.539 3.232e-16 1.511e-15 0.7324 0.9042
170+
Lgi1 -8.221 -5.117 2.019e-16 9.682e-16 0.1127 0.7305
171+
Eef1a1 -8.286 -2.643 1.174e-16 5.932e-16 0.7887 0.988
172+
Snca -8.392 -3.369 4.79e-17 2.559e-16 0.6197 0.9222
173+
Sez6 -8.415 -3.483 3.916e-17 2.154e-16 0.4648 0.8683
174+
Scn3b -8.417 -5.083 3.848e-17 2.154e-16 0.1408 0.7605
175+
Nrsn2 -8.628 -3.068 6.223e-18 3.754e-17 0.6197 0.9222
176+
Matk -8.751 -2.672 2.118e-18 1.366e-17 0.7183 0.9641
177+
Scn2b -8.816 -3.438 1.19e-18 7.948e-18 0.5352 0.9222
178+
Celf4 -8.95 -2.005 3.541e-19 2.476e-18 1 0.988
179+
Cacna1e -9.109 -3.584 8.324e-20 6.897e-19 0.8169 0.988
180+
Cplx2 -9.109 -4.662 8.324e-20 6.897e-19 0.3099 0.8563
181+
Nav3 -9.214 -1.851 3.147e-20 3.097e-19 0.9718 0.982
182+
Dcx -9.292 -5.14 1.514e-20 1.573e-19 0.1972 0.8443
183+
Ly6h -9.471 -4.268 2.77e-21 3.454e-20 0.2535 0.8802
184+
Gap43 -9.538 -3.994 1.457e-21 2.096e-20 0.507 0.9461
185+
Nsg2 -9.957 -4.834 2.358e-23 5.511e-22 0.3239 0.9042
186+
Kcnc2 -9.99 -4.613 1.692e-23 4.521e-22 0.7183 0.976
187+
Trank1 -10.75 -6.193 5.994e-27 5.605e-25 0.2254 0.9281
188+
Grm5 -10.98 -5.953 4.911e-28 9.183e-26 0.8732 0.976

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